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However, the poor endurance and unstable optical responsivity of conventional optoelectronic memristors constrain their application in highly integrated edge detection systems. In this study, a silicon\u2010based integrated optoelectronic memristor based on SrTiO\n                    <jats:sub>3<\/jats:sub>\n                    :(Y\n                    <jats:sub>2<\/jats:sub>\n                    O\n                    <jats:sub>3<\/jats:sub>\n                    :ZrO\n                    <jats:sub>2<\/jats:sub>\n                    ) (STO:YSZ) vertically aligned nanocomposite (VAN) structure is introduced, where the conductive channels at the spatial vertical interface providing an effective transport pathway. The device achieves excellent endurance (10\n                    <jats:sup>8<\/jats:sup>\n                    switching cycles) and stable multi\u2010band (405\u2013650\u00a0nm) optical switching. Additionally, it also exhibits the ability of simulating biological synaptic plasticity, implementing optical image extraction and ASCII code transmission. Importantly, edge detection of real\u2010time road vehicle imagery is demonstrated via an optoelectronic memristor network. This work opens a promising paradigm for developing stable and high endurance machine vision systems based on optoelectronic memristor.\n                  <\/jats:p>","DOI":"10.1002\/advs.202513646","type":"journal-article","created":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T10:11:45Z","timestamp":1762423905000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["High\u2010Endurance STO:YSZ Optoelectronic Memristors with Vertically Aligned Nanocomposite Structure for Edge Detection"],"prefix":"10.1002","volume":"13","author":[{"given":"Jiacheng","family":"Wang","sequence":"first","affiliation":[{"name":"Key Laboratory of Brain\u2010Like Neuromorphic Devices and Systems of Hebei Province, College of Electronic and Information Engineering Hebei University  Baoding 071002 P. R. 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